Reality Labs at Meta is seeking Research Scientists to advance pioneering work in neuromotor interfaces, drawing on neuromotor signals measured non-invasively via surface electromyography (EMG) with single motor neuron resolution. This technology could become one of the main pillars for interaction with virtual and augmented worlds.
Requirements
- Experience with developing machine learning models at scale from inception to business impact
- Programming experience in Python and hands-on experience with frameworks such as PyTorch
- Exposure to architectural patterns of large scale software applications
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR, ICCV, ACL, and ICASSP)
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
- Experience bringing machine learning-based products from research to production
Responsibilities
- Research and develop Deep Learning or other computational models
- Design methods, tools and infrastructure to analyze and leverage rich multimodal data sets
- Set technical direction for a project of 2-3 researchers and engineers
- Help transition and deliver our work from research into product
- Adapt standard machine learning methods to best leverage modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Other
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
- Ph.D. degree in Computer Science and Engineering, Electrical Engineering, Statistics/Mathematics
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
